{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import torch\n",
    "import traceback\n",
    "import torch_scatter\n",
    "import yaml\n",
    "import os\n",
    "os.environ['CUDA_LAUNCH_BLOCKING'] = '0'\n",
    "import sys\n",
    "import random\n",
    "sys.path.append('/home/yang_liu/python_workspace/3DGS')\n",
    "\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from tqdm import tqdm\n",
    "from os import makedirs\n",
    "from torch import nn\n",
    "from scene import Scene, LargeScene\n",
    "from scene.datasets import GSDataset\n",
    "from gaussian_renderer import render, render_v2\n",
    "from utils.general_utils import safe_state\n",
    "from argparse import ArgumentParser\n",
    "from arguments import ModelParams, PipelineParams, get_combined_args\n",
    "from gaussian_renderer import GaussianModel\n",
    "from arguments import ModelParams, PipelineParams, OptimizationParams, GroupParams\n",
    "from utils.loss_utils import l1_loss, ssim\n",
    "from utils.general_utils import build_rotation, build_symmetric\n",
    "from pytorch3d.transforms import matrix_to_quaternion\n",
    "\n",
    "from scene.cameras import Camera\n",
    "from utils.general_utils import PILtoTorch\n",
    "\n",
    "WARNED = False"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "def parse_cfg(cfg):\n",
    "    lp = GroupParams()\n",
    "    op = GroupParams()\n",
    "    pp = GroupParams()\n",
    "\n",
    "    for arg in cfg['model_params'].items():\n",
    "        setattr(lp, arg[0], arg[1])\n",
    "    \n",
    "    for arg in cfg['optim_params'].items():\n",
    "        setattr(op, arg[0], arg[1]) \n",
    "\n",
    "    for arg in cfg['pipeline_params'].items():\n",
    "        setattr(pp, arg[0], arg[1])\n",
    "    \n",
    "    return lp, op, pp\n",
    "\n",
    "def contract_to_unisphere(\n",
    "        x: torch.Tensor,\n",
    "        aabb: torch.Tensor,\n",
    "        ord: float = 2,\n",
    "        eps: float = 1e-6,\n",
    "        derivative: bool = False,\n",
    "    ):\n",
    "        aabb_min, aabb_max = torch.split(aabb, 3, dim=-1)\n",
    "        x = (x - aabb_min) / (aabb_max - aabb_min)\n",
    "        x = x * 2 - 1  # aabb is at [-1, 1]\n",
    "        mag = torch.linalg.norm(x, ord=ord, dim=-1, keepdim=True)\n",
    "        mask = mag.squeeze(-1) > 1\n",
    "\n",
    "        if derivative:\n",
    "            dev = (2 * mag - 1) / mag**2 + 2 * x**2 * (\n",
    "                1 / mag**3 - (2 * mag - 1) / mag**4\n",
    "            )\n",
    "            dev[~mask] = 1.0\n",
    "            dev = torch.clamp(dev, min=eps)\n",
    "            return dev\n",
    "        else:\n",
    "            x[mask] = (2 - 1 / mag[mask]) * (x[mask] / mag[mask])\n",
    "            x = x / 4 + 0.5  # [-inf, inf] is at [0, 1]\n",
    "            return x\n",
    "\n",
    "def loadCam(args, id, cam_info, resolution_scale, with_image=True):\n",
    "    orig_w, orig_h = cam_info.image.size\n",
    "\n",
    "    if args.resolution in [1, 2, 4, 8]:\n",
    "        resolution = round(orig_w/(resolution_scale * args.resolution)), round(orig_h/(resolution_scale * args.resolution))\n",
    "    else:  # should be a type that converts to float\n",
    "        if args.resolution == -1:\n",
    "            if orig_w > 1600:\n",
    "                global WARNED\n",
    "                if not WARNED:\n",
    "                    print(\"[ INFO ] Encountered quite large input images (>1.6K pixels width), rescaling to 1.6K.\\n \"\n",
    "                        \"If this is not desired, please explicitly specify '--resolution/-r' as 1\")\n",
    "                    WARNED = True\n",
    "                global_down = orig_w / 1600\n",
    "            else:\n",
    "                global_down = 1\n",
    "        else:\n",
    "            global_down = orig_w / args.resolution\n",
    "\n",
    "        scale = float(global_down) * float(resolution_scale)\n",
    "        resolution = (int(orig_w / scale), int(orig_h / scale))\n",
    "\n",
    "    loaded_mask = None\n",
    "    resized_image_rgb = torch.zeros((3, resolution[1], resolution[0]), dtype=torch.float32)\n",
    "    gt_image = torch.zeros((3, resolution[1], resolution[0]), dtype=torch.float32)\n",
    "    if with_image:\n",
    "        resized_image_rgb = PILtoTorch(cam_info.image, resolution)\n",
    "        gt_image = resized_image_rgb[:3, ...]\n",
    "\n",
    "        if resized_image_rgb.shape[1] == 4:\n",
    "            loaded_mask = resized_image_rgb[3:4, ...]\n",
    "\n",
    "    return Camera(colmap_id=cam_info.uid, R=cam_info.R, T=cam_info.T, \n",
    "                  FoVx=cam_info.FovX, FoVy=cam_info.FovY, \n",
    "                  image=gt_image, gt_alpha_mask=loaded_mask,\n",
    "                  image_name=cam_info.image_name, uid=id, data_device=args.data_device)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loading trained model at iteration 30000\n",
      "Reading camera 2561/2561\n",
      "Loaded ../output/block_residence_all_lr_c20_loss_8_r4\n",
      "\n"
     ]
    }
   ],
   "source": [
    "config = '../config/block_residence_all_lr_c20_loss_8_r4.yaml'\n",
    "iteration = 30_000\n",
    "\n",
    "with open(config) as f:\n",
    "    cfg = yaml.load(f, Loader=yaml.FullLoader)\n",
    "    lp, op, pp = parse_cfg(cfg)\n",
    "    setattr(lp, 'config_path', config)\n",
    "config_name = os.path.splitext(os.path.basename(config))[0]\n",
    "lp.source_path = os.path.join(\"../\", lp.source_path)\n",
    "lp.model_path = os.path.join(\"../output/\", config_name)\n",
    "\n",
    "with torch.no_grad():\n",
    "    gaussians = GaussianModel(lp.sh_degree)\n",
    "    scene = LargeScene(lp, gaussians, load_iteration=iteration, shuffle=False)\n",
    "    # scene = LargeScene(lp, gaussians, shuffle=False)\n",
    "    print(f'Loaded {lp.model_path}\\n')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "xy_range = [-25, -200, -270, 175, 200, 60]\n",
    "block_dim = [4, 1, 5]\n",
    "num_threshold = 25000\n",
    "cell_id = 0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Length of masked gaussians: 103709 for cell 0\n",
      "[-0.01, 0.26], [-0.01, 1.01], [-0.01, 0.21000000000000002]\n",
      "Mean of Gaussians in Blocks: 540635.4\n",
      "Std of Gaussians in Blocks: 155173.1192605214\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.colorbar.Colorbar at 0x7f80a34d17d0>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x600 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# show area of two blocks under BEV\n",
    "# xy_range = [-5, 0, 5, 4]\n",
    "\n",
    "with torch.no_grad():\n",
    "    xyz_org = gaussians.get_xyz\n",
    "    if len(xy_range) == 4:\n",
    "        aabb = [xy_range[0], xy_range[1], xyz_org[:, -1].min(), \n",
    "                xy_range[2], xy_range[3], xyz_org[:, -1].max()]\n",
    "    elif len(xy_range) == 6:\n",
    "        aabb = xy_range\n",
    "    else:\n",
    "        assert False, \"Unknown aabb format!\"\n",
    "    aabb = torch.tensor(aabb, dtype=torch.float32, device=xyz_org.device)\n",
    "    xyz = contract_to_unisphere(xyz_org, aabb, ord=torch.inf)\n",
    "\n",
    "cell_id_z = cell_id // (block_dim[0] * block_dim[1])\n",
    "cell_id_y = (cell_id % (block_dim[0] * block_dim[1])) // block_dim[0]\n",
    "cell_id_x = (cell_id % (block_dim[0] * block_dim[1])) % block_dim[0]\n",
    "\n",
    "min_x, max_x = float(cell_id_x) / block_dim[0], float(cell_id_x + 1) / block_dim[0]\n",
    "min_y, max_y = float(cell_id_y) / block_dim[1], float(cell_id_y + 1) / block_dim[1]\n",
    "min_z, max_z = float(cell_id_z) / block_dim[2], float(cell_id_z + 1) / block_dim[2]\n",
    "\n",
    "block_num = block_dim[0] * block_dim[1] * block_dim[2]\n",
    "\n",
    "num_gs, org_min_x, org_max_x, org_min_y, org_max_y, org_min_z, org_max_z = 0, min_x, max_x, min_y, max_y, min_z, max_z\n",
    "while num_gs < num_threshold:\n",
    "    gs_mask = (xyz[:, 0] >= min_x) & (xyz[:, 0] < max_x)  \\\n",
    "                & (xyz[:, 1] >= min_y) & (xyz[:, 1] < max_y) \\\n",
    "                & (xyz[:, 2] >= min_z) & (xyz[:, 2] < max_z)\n",
    "    num_gs = gs_mask.sum()\n",
    "    min_x -= 0.01\n",
    "    max_x += 0.01\n",
    "    min_y -= 0.01\n",
    "    max_y += 0.01\n",
    "    min_z -= 0.01\n",
    "    max_z += 0.01\n",
    "print(f\"Length of masked gaussians: {gs_mask.sum()} for cell {cell_id}\")\n",
    "print(f\"[{min_x}, {max_x}], [{min_y}, {max_y}], [{min_z}, {max_z}]\")\n",
    "\n",
    "gs_mask = ~gs_mask\n",
    "\n",
    "sh_degree = lp.sh_degree\n",
    "masked_gaussians = GaussianModel(sh_degree)\n",
    "masked_gaussians._xyz = gaussians._xyz[gs_mask]\n",
    "masked_gaussians._scaling = gaussians._scaling[gs_mask]\n",
    "masked_gaussians._rotation = gaussians._rotation[gs_mask]\n",
    "masked_gaussians._features_dc = gaussians._features_dc[gs_mask]\n",
    "masked_gaussians._features_rest = gaussians._features_rest[gs_mask]\n",
    "masked_gaussians._opacity = gaussians._opacity[gs_mask]\n",
    "masked_gaussians.max_radii2D = gaussians.max_radii2D[gs_mask]\n",
    "\n",
    "plt.figure(figsize=(15, 6))\n",
    "plt.style.use('seaborn-white')\n",
    "\n",
    "plt.subplot(1, 2, 1)\n",
    "plt.scatter(xyz[::100, 0].detach().cpu(), xyz[::100, 2].detach().cpu(), s=0.5, c='r', label='block9')\n",
    "# plt.plot([0.25, 0.25], [0.25, 0.75], 'b')\n",
    "# plt.plot([0.75, 0.75], [0.25, 0.75], 'b')\n",
    "# plt.plot([0.25, 0.75], [0.25, 0.25], 'b')\n",
    "# plt.plot([0.25, 0.75], [0.75, 0.75], 'b')\n",
    "plt.plot([min_x, min_x], [min_z, max_z], 'b')\n",
    "plt.plot([max_x, max_x], [min_z, max_z], 'b')\n",
    "plt.plot([min_x, max_x], [min_z, min_z], 'b')\n",
    "plt.plot([min_x, max_x], [max_z, max_z], 'b')\n",
    "plt.xticks(np.linspace(0,1,block_dim[0]+1,endpoint=True))\n",
    "plt.yticks(np.linspace(0,1,block_dim[2]+1,endpoint=True))\n",
    "plt.title(f\"xy range: {xy_range}\")\n",
    "plt.grid(True)\n",
    "\n",
    "plt.subplot(1, 2, 2)\n",
    "h, _, _, _ = plt.hist2d(xyz[:, 0].detach().cpu().numpy(), xyz[:, 2].detach().cpu().numpy(), bins=[block_dim[0], block_dim[2]], cmap='jet');\n",
    "print(f\"Mean of Gaussians in Blocks: {np.mean(h)}\")\n",
    "print(f\"Std of Gaussians in Blocks: {np.std(h)}\")\n",
    "# calculate entropy of h\n",
    "h = h.flatten()\n",
    "h += 1\n",
    "h = h / np.sum(h)\n",
    "entropy = -np.sum(h * np.log(h))\n",
    "plt.title(f'Entropy: {entropy:.4f}')\n",
    "plt.clim(0, 1000000)\n",
    "plt.colorbar()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 1657/1657 [00:18<00:00, 88.82it/s] \n"
     ]
    }
   ],
   "source": [
    "views = scene.getTrainCameras()  # getTrainCameras, getTestCameras\n",
    "cam_centers = []\n",
    "for idx in tqdm(range(len(views))):\n",
    "    viewpoint_cam = loadCam(lp, idx, views[idx], 1.0, with_image=False)\n",
    "    cam_centers.append(viewpoint_cam.camera_center)\n",
    "cam_centers = torch.stack(cam_centers, dim=0).detach().cpu().numpy()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Number of Gaussians: 10812708\n"
     ]
    }
   ],
   "source": [
    "plt.figure()\n",
    "plt.style.use('seaborn-white')\n",
    "xyz_org = gaussians.get_xyz\n",
    "plt.scatter(xyz_org[::100, 0].detach().cpu(), xyz_org[::100, 2].detach().cpu(), s=0.5, c='r', label='rubble')\n",
    "# plt.scatter(cam_centers[:, 0], cam_centers[:, 2], s=10, c='r', label='camera')\n",
    "plt.plot([xy_range[0], xy_range[0]], [xy_range[2], xy_range[5]], 'b')\n",
    "plt.plot([xy_range[3], xy_range[3]], [xy_range[2], xy_range[5]], 'b')\n",
    "plt.plot([xy_range[0], xy_range[3]], [xy_range[2], xy_range[2]], 'b')\n",
    "plt.plot([xy_range[0], xy_range[3]], [xy_range[5], xy_range[5]], 'b')\n",
    "plt.title(f\"xy range: {xy_range}\")\n",
    "plt.axis('equal')\n",
    "plt.xlim(-350, 400)\n",
    "plt.ylim(-600, 350)\n",
    "plt.legend()\n",
    "plt.grid(True)\n",
    "plt.show()\n",
    "\n",
    "print(f\"Number of Gaussians: {xyz_org.shape[0]}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "  2%|▏         | 52/2561 [00:56<45:46,  1.09s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Valid_num: 51\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "# 17, 0.05 1169\n",
    "# 17, 0.075 753\n",
    "# 17, 0.1, 621\n",
    "# [-275, -100, -300, 200, 900, 450]\n",
    "# 17, 0.075 957\n",
    "\n",
    "opacity_list = []\n",
    "valid_num = 0\n",
    "with torch.no_grad():\n",
    "    views = scene.getTrainCameras()  # getTrainCameras, getTestCameras\n",
    "    for idx in tqdm(range(len(views))):\n",
    "        bg_color = [1,1,1] if lp.white_background else [0, 0, 0]\n",
    "        background = torch.tensor(bg_color, dtype=torch.float32, device=\"cuda\")\n",
    "        viewpoint_cam = loadCam(lp, idx, views[idx], 1.0, with_image=False)\n",
    "        contract_cam_center = contract_to_unisphere(viewpoint_cam.camera_center, aabb, ord=torch.inf)\n",
    "        if contract_cam_center[0] > org_min_x and contract_cam_center[0] < org_max_x \\\n",
    "            and contract_cam_center[1] > org_min_y and contract_cam_center[1] < org_max_y \\\n",
    "            and contract_cam_center[2] > org_min_z and contract_cam_center[2] < org_max_z:\n",
    "            valid_num += 1\n",
    "            # ID = views[idx].image_path.split('/')[-1].split('.')[0]\n",
    "            # plt.figure()\n",
    "            # plt.imshow(image_block)\n",
    "            # plt.title(f'ID: {ID}')\n",
    "            # plt.show()\n",
    "            continue\n",
    "        \n",
    "        render_pkg_block = render(viewpoint_cam, gaussians, pp, background)\n",
    "        org_image_block = render_pkg_block[\"render\"]\n",
    "        visibility_filter = render_pkg_block[\"visibility_filter\"] & (~gs_mask)\n",
    "\n",
    "        render_pkg_block = render(viewpoint_cam, masked_gaussians, pp, background)\n",
    "        image_block = render_pkg_block[\"render\"]\n",
    "        ssim_loss = 1.0 - ssim(image_block, org_image_block)\n",
    "        image_gt = viewpoint_cam.original_image.cpu().numpy().transpose(1,2,0)\n",
    "\n",
    "        if ssim_loss > 0.05:\n",
    "            valid_num += 1\n",
    "            ID = views[idx].image_path.split('/')[-1].split('.')[0]\n",
    "            plt.figure(figsize=(16, 8))\n",
    "            plt.style.use('seaborn-white')\n",
    "            plt.subplot(1,2,1)\n",
    "            plt.imshow(np.clip(org_image_block.cpu().numpy().transpose(1,2,0), 0, 1))\n",
    "            plt.title(f'ID: {ID}, full, loss: {ssim_loss:.4f}')\n",
    "            plt.axis('off')\n",
    "            plt.subplot(1,2,2)\n",
    "            plt.imshow(np.clip(image_block.cpu().numpy().transpose(1,2,0), 0, 1))\n",
    "            plt.title(f'ID: {ID}, out-of-cell')\n",
    "            plt.axis('off')\n",
    "            plt.tight_layout()\n",
    "            if not os.path.exists(f'../output/vis/{config_name}_{cell_id}'):\n",
    "                makedirs(f'../output/vis/{config_name}_{cell_id}')\n",
    "            plt.savefig(f'../output/vis/{config_name}_{cell_id}/{ID}.png')\n",
    "            plt.close()\n",
    "            if valid_num > 50:\n",
    "                break\n",
    "print(f'Valid_num: {valid_num}')"
   ]
  }
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